{"schema_version":"onlylabs.public_signal.v1","title":"Zhipu AI (GLM) Release: zai-org/GLM-OCR v0.1.2","description":"Zhipu AI (GLM) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae","json_url":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae/signal.json","generated_at":"2026-06-11T01:37:24.478+00:00","org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/zhipu","dossier_json_url":"https://onlylabs.fyi/labs/zhipu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae","signal_json":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae/signal.json","source":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2","lab_dossier":"https://onlylabs.fyi/labs/zhipu","lab_dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis":"https://onlylabs.fyi/analysis/zhipu","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Zhipu AI (GLM) published zai-org/GLM-OCR v0.1.2 (zai-org/GLM-OCR). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Notable OCR model release by Zhipu AI · Release: zai-org/GLM-OCR v0.1.2 - Repository: zai-org/GLM-OCR | GLM-OCR: Accurate × Fast × Comprehensive | 6K stars | Python - Author:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2","source_host":"github.com","occurred_at":"2026-03-12T10:32:39+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source","context":"zai-org/GLM-OCR"},"context_markers":[{"label":"Lab","value":"Zhipu AI (GLM)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"zai-org/GLM-OCR","source":"source"},{"label":"Release","value":"v0.1.2","source":"source"},{"label":"Notability","value":"Notable OCR model release by Zhipu AI","source":"signal"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T01:37:24.478+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae/signal.json","dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae/signal.json","required":true},{"label":"source","url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/zhipu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/zhipu/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Zhipu AI (GLM)'s release signal \"zai-org/GLM-OCR v0.1.2\" for frontier lab strategy."},"semantic_triples":[{"subject":"Zhipu AI (GLM)","predicate":"released","object":"zai-org/GLM-OCR v0.1.2","text":"Zhipu AI (GLM) released zai-org/GLM-OCR v0.1.2."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"is classified as","object":"release signal","text":"zai-org/GLM-OCR v0.1.2 is classified as release signal."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"belongs to","object":"releases desk","text":"zai-org/GLM-OCR v0.1.2 belongs to releases desk."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has context","object":"zai-org/GLM-OCR","text":"zai-org/GLM-OCR v0.1.2 has context zai-org/GLM-OCR."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"zai-org/GLM-OCR v0.1.2 has evidence coverage 1 captured evidence page."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has captured page count","object":"1","text":"zai-org/GLM-OCR v0.1.2 has captured page count 1."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has readable page count","object":"1","text":"zai-org/GLM-OCR v0.1.2 has readable page count 1."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has related signal count","object":"6","text":"zai-org/GLM-OCR v0.1.2 has related signal count 6."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"zai-org/GLM-OCR v0.1.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has source host","object":"github.com","text":"zai-org/GLM-OCR v0.1.2 has source host github.com."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has lab","object":"Zhipu AI (GLM)","text":"zai-org/GLM-OCR v0.1.2 has lab Zhipu AI (GLM)."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has signal desk","object":"releases","text":"zai-org/GLM-OCR v0.1.2 has signal desk releases."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has source host","object":"github.com","text":"zai-org/GLM-OCR v0.1.2 has source host github.com."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has repository","object":"zai-org/GLM-OCR","text":"zai-org/GLM-OCR v0.1.2 has repository zai-org/GLM-OCR."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has release","object":"v0.1.2","text":"zai-org/GLM-OCR v0.1.2 has release v0.1.2."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has notability","object":"Notable OCR model release by Zhipu AI","text":"zai-org/GLM-OCR v0.1.2 has notability Notable OCR model release by Zhipu AI."}]},"intelligence":{"signal_desk":"releases","answer":"Zhipu AI (GLM) published zai-org/GLM-OCR v0.1.2 (zai-org/GLM-OCR). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Notable OCR model release by Zhipu AI · Release: zai-org/GLM-OCR v0.1.2 - Repository: zai-org/GLM-OCR | GLM-OCR: Accurate × Fast × Comprehensive | 6K stars | Python - Author:.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Zhipu AI (GLM)","predicate":"released","object":"zai-org/GLM-OCR v0.1.2","text":"Zhipu AI (GLM) released zai-org/GLM-OCR v0.1.2."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"is classified as","object":"release signal","text":"zai-org/GLM-OCR v0.1.2 is classified as release signal."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"belongs to","object":"releases desk","text":"zai-org/GLM-OCR v0.1.2 belongs to releases desk."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has context","object":"zai-org/GLM-OCR","text":"zai-org/GLM-OCR v0.1.2 has context zai-org/GLM-OCR."},{"subject":"zai-org/GLM-OCR v0.1.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"zai-org/GLM-OCR v0.1.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae","url":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae","json_url":"https://onlylabs.fyi/signals/42cfee6c-a9d5-4e91-8cb5-5a2e0aad8fae/signal.json","source_url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2","title":"zai-org/GLM-OCR v0.1.2","summary":"Zhipu AI (GLM) published release notes. onlylabs watches releases for what actually shipped.","context":"zai-org/GLM-OCR","kind":{"key":"release","label":"Release"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-03-12T10:32:39+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2"]},"facets":{"repo":"zai-org/GLM-OCR"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2","final_url":"https://github.com/zai-org/GLM-OCR/releases/tag/v0.1.2","title":"zai-org/GLM-OCR v0.1.2","http_status":200,"content_type":"application/json","capture_method":"exa","fetched_at":"2026-06-11T01:37:24.478+00:00","bytes":6601,"raw_path":"128a7e063b0b67e1fec21ed5d65decb7326bd0526c732d3bd5a3816eee8c7b6c.json","content_hash":"55544df5760c58fa1369d974910b50ae0a6aa3894aaaa61f0cdfdf1e06db1bf2","excerpt_chars":1200,"truncated":false,"excerpt":"Release: zai-org/GLM-OCR v0.1.2 - 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